|
Ehrlich |
Max Donohue |
2022 |
The First Principles of Deep Learning and Compression |
Larry Davis, Abhinav Shrivastava |
|
Javkar |
Kiran Gajanan |
2022 |
Algorithms for scalable and efficient population genomics and metagenomics |
Mihai Pop |
|
Zeng |
Zehua |
2022 |
A Multi-Faceted Approach for Evaluating Visualization Recommendation Algorithms |
Leilani Battle |
|
Farhadi |
Alireza |
2022 |
Memory-Restricted and Secure Algorithms For Large Datasets |
Mohammad Hajiaghayi |
|
Li |
Hengduo |
2022 |
Effective Training and Efficient Inference of Deep Neural Networks for Visual Understanding |
Larry Davis |
|
Lan |
Shiyi |
2022 |
Object Detection and Instance Segmentation for Real-world Applications |
Larry Davis |
|
Meshry |
Moustafa Mahmoud |
2022 |
Neural Rendering Techniques for Photo-realistic Image Generation and Novel View Synthesis |
Abhinav Shrivastava, Larry Davis |
|
Liao |
Gang |
2022 |
The Evolution of Cloud Data Architectures: Storage, Compute, and Migration |
Daniel Abadi |
|
Meshry |
Moustafa Mahmoud |
2022 |
Neural Rendering Techniques for Photo-realistic Image Generation and Novel View Synthesis |
Abhinav Shrivastava, Larry Davis |
|
Peskov |
Denis |
2022 |
Gathering Natural Language Processing Data Using Experts |
Jordan Boyd-Graber |
|
Nguyen |
Khanh Xuan |
2022 |
ENRICHING COMMUNICATION BETWEEN HUMANS AND AI AGENTS |
Hal Daumé III |
|
Tang |
Zhenyu |
2022 |
Efficient Acoustic Simulation for Learning-based Virtual and Real-World Audio Processing |
Dinesh Manocha |
|
Suryan |
Varun |
2022 |
Efficient Environment Sensing and Learning for Mobile Robots |
Pratap Tokekar |
|
Yadav |
Abhay Kumar |
2022 |
IMPROVED TRAINING OF DEEP NETWORKS FOR COMPUTER VISION |
David Jacobs |
|
Sweet |
Ian Nicholas |
2022 |
Language-Based Techniques for Secure Programming |
Michael Hicks |
|
Zhao |
Chen |
2022 |
TOWARDS PRACTICAL COMPLEX QUESTION ANSWERING |
Jordan Boyd-Graber, Hal Daumé III |
|
Yang |
Luyu |
2022 |
Practical Robust Learning Under Domain Shifts |
Larry Davis, Abhinav Shrivastava |
|
Zhao |
Chen |
2022 |
TOWARDS PRACTICAL COMPLEX QUESTION ANSWERING |
Jordan Boyd-Graber, Hal Daumé III |
|
Yang |
Luyu |
2022 |
Practical Robust Learning Under Domain Shifts |
Larry Davis, Abhinav Shrivastava |
|
Bock |
Kevin |
2022 |
Automating the Discovery of Censorship Evasion Strategies |
Dave Levin |
|
Yuan |
Michelle |
2022 |
Transfer Learning in Natural Language Processing through Interactive Feedback |
Jordan Boyd-Graber |
|
Curry |
Michael Jeremiah |
2022 |
Learning and Robustness With Applications To Mechanism Design |
John Dickerson, Tom Goldstein |
|
Zhu |
Chen |
2022 |
Towards Reliable and Efficient Representation Learning |
Tom Goldstein |
|
Brantley |
Kiante |
2022 |
EXPERT-IN-THE-LOOP FOR SEQUENTIAL DECISIONS AND PREDICTIONS |
Hal Daumé III |
|
Curry |
Michael Jeremiah |
2022 |
Learning and Robustness With Applications To Mechanism Design |
John Dickerson, Tom Goldstein |
|
Bhattacharya |
Uttaran |
2022 |
Affective Human Motion Detection and Synthesis |
Dinesh Manocha |
|
Taha |
Ahmed |
2021 |
Closing the Gap Between Classification and Retrieval Models |
Larry Davis |
|
Fu |
Hong Hao |
2021 |
THE MEMBERSHIP PROBLEM FOR CONSTANT-SIZED QUANTUM CORRELATIONS IS UNDECIDABLE |
Andrew Childs |
|
Ahmadi |
Saba |
2021 |
Social Aspects of Algorithms: Fairness, Diversity, and Resilience to Strategic Behavior |
Samir Khuller |
|
Robinson |
Wells |
2021 |
Computational methods for the identification of mutation signatures and intracellular microbes in cancer |
|
|
Gong |
Huijing |
2021 |
Improved Robustness and Versatility of Lattice-Based Cryptography |
Dana Dachman-Soled |
|
Sun |
Xuetong |
2021 |
Towards Effective Displays for Virtual and Augmented Reality |
Amitabh Varshney |
|
Shah |
Nidhi |
2021 |
Data-driven algorithms for characterizing microbial communities |
Mihai Pop |
|
Feng |
Shi |
2021 |
Towards Human-AI Cooperation on Sequential Decision Making Problems |
Jordan Boyd-Graber |
|
Stevens |
Rock |
2021 |
Optimizing Proactive Measures for Security Operations |
Michelle Mazurek |
|
Hong |
Jonggi |
2021 |
Exploring Blind and Sighted Users’ Interactions With Error-Prone Speech and Image Recognition |
Hernisa Kacorri |
|
Saadatpanah |
Parsa |
2021 |
Adversarial Machine Learning in the Wild |
Tom Goldstein |
|
Sayed |
Mahmoud |
2021 |
Search Among Sensitive Content |
Doug Oard |
|
Schoute |
Eddie |
2021 |
Quantum routing for architecture-respecting circuit transformations |
Andrew Childs |
|
Schwarcz |
Steven Alexander |
2021 |
Deep Video Analytics of Humans: From Action Recognition to Forgery Detection |
Rama Chellappa |
|
Suciu |
Octavian |
2021 |
Data-Driven Techniques For Vulnerability Assessments |
Tudor Dumitras |
|
Zakeri |
Mohsen |
2021 |
OPTIMIZING THE ACCURACY OF LIGHTWEIGHT METHODS FOR SHORT READ ALIGNMENT AND QUANTIFICATION |
|
|
Patkar |
Sushant |
2021 |
Fantastic Sources Of Tumor Heterogeneity And How To Characterize Them |
Soheil Feizi |
|
Brubach |
Brian |
2020 |
Markets, Elections, and Microbes: Data-driven Algorithms from Theory to Practice |
Aravind Srinivasan, Mihai Pop |
|
Yami |
Hadi |
2020 |
Fairness Guarantees in Allocation Problems |
Mohammad Hajiaghayi |
|
Cepeda Espinoza |
Victoria |
2020 |
|
Mihai Pop |
|
Pachulski |
Andrew |
2020 |
STRUCTANT: A CONTEXT-AWARE TASK MANAGEMENT FRAMEWORK FOR HETEROGENEOUS COMPUTATIONAL ENVIRONMENTS |
Ashok Agrawala |
|
Chen |
Bor-Chun |
2020 |
IMAGE GEOLOCALIZATION AND ITS APPLICATION TO MEDIA FORENSICS |
Larry Davis |
|
Parker |
James |
2020 |
Advanced Language-based Techniques for Correct, Secure Networked Systems |
Michael Hicks |
|
Dasler |
Philip |
2020 |
Efficient Algorithms for Coordinated Motion in Shared Spaces |
David Mount |